Statistics || Data analysis || IT

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Stock Analysis
Project Overview: Analyze stock market data and recommending an optimal portfolio.
Test Statistics
Key Test Formulas: Essential statistical tools and insights with fundamental test statistics equations
Inference on Proportions using Mathematical Models
Summarize, analyze and interpret some data on the individuals who participated in the study
Survival analysis also known as time-to-event analysis or duration analysis, is a branch of statistics that focuses on analyzing the expected duration of time until specific events occur
Effect of Different Treatments on Flumi Beans Population
Experiment that tested the effect of different treatments on the population of flumi beans. The data was collected from four blocks with seven treatments in each block.
Time Series Forecasting of Tourist in Australia
Australia, known for its diverse landscapes, unique wildlife, and vibrant cities, attracts millions of tourists each year. Understanding and predicting the patterns of tourist arrivals can aid in optimizing resource allocation, marketing strategies, and infrastructure development.
one-way ANOVA and simple linear regression analysis
. The one-way ANOVA was used to test whether the mean butterfat content of milk differs among four breeds of cows.
Exploring Probability Distributions with R: Dice, Binomials, and Normals
It aims to enhance familiarity with R while deepening understanding of different probability distributions. While some R code is involved, the assignment is designed to minimize complexity.
Machine Learning for Business Statistics: Random Forest for Sales Forecasting
Machine learning is a powerful tool that can be used to improve the accuracy of sales forecasting. In this report, we will be discussing one of the most popular machine learning algorithms for this task: Random Forest.